To generate those artificial label mask images, we make use of a convolutional GAN that operates on the Wasserstein-Loss as introduced by Arjovsky et al. [1]}.
The network architecture of both the generator and the critic, as the discriminator is called in the context of WGANs, is illustrated in Fig.REF .
